Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9951724 | 0.9760395 | 0.7642640 |
| bt | 0.8116376 | 0.5114208 | 0.2162737 |
| maxnet | 0.7837818 | 0.4577429 | NA |
| gam | 0.8087387 | 0.5033097 | 0.2198695 |
| glm | 0.7384539 | 0.4346914 | 0.1336134 |